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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "It’s the Canadians voting for …" 195 comments · Page 6 of 8
I came as student in 2013 I am now Canadian from past 5 years. I just want to mention government is to blame for They earned so much money from international students. I studied with …
I came as student in 2013 I am now Canadian from past 5 years. I just want to mention government is to blame for They earned so much money from international students. I studied with Ukrainian Chinese Mexican and Russian students . They weren't good in English as well But they all worked very hard and very dedicated. Initially it was difficult find job they asked young students for Canadian experience which obviously none of the students had Ircc is laziest department. Even college cares about fees only. Because if student leave the college they don't get back the fees. So they are absolutely fine with this kind of fraud. .and private college are worst among everything. Students doesn't have to attend college. The fraud is now they just gets degrees and some else studies for them. Canada is not corrupt but Canadian politicians to get votes made Canada curupted. Covid benefits fueled this . Downhill started with Covid ended.
Identity Attack0.08252834
Insult0.097093195
Profanity0.025634222
Threat0.006977591
Severe Toxicity0.0036811829
Low Tox 0.17805049 Constructive 0.726 Personal_Narrative
Oct 2, 2025 IRCC Names India in Study …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in shambles! Stephen Harper was a great leader! We need that again, forget about the Liberals!
Identity Attack0.068465814
Insult0.0838533
Profanity0.01402008
Threat0.0076637166
Severe Toxicity0.0031471252
Low Tox 0.17545098 Constructive 0.515
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or …
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or supervision determinng the next course of action. Yet again, not the majority of Canadians or electorate voted 🗳 Liberal government back in power under the leadership of Mark Carney, lol! Now, to me, strangely enough the government seems to fall off the cliff or wagon once more with their bizarre and inconsistent policies overshadowing in my opinion!🤦
Identity Attack0.052490227
Insult0.08508729
Profanity0.028913507
Threat0.009204263
Severe Toxicity0.0047683716
Low Tox 0.17545098 Constructive 0.513
Nov 21, 2025 Thousands of refugees allowed into …
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as …
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as well. Most people i work with me are early immigrants or second generation. They dont vote and shows no interest. All they do is complain. Even after 15 20 years they are not integrated in to canadian society.
Identity Attack0.12208464
Insult0.06921569
Profanity0.013234417
Threat0.006977591
Severe Toxicity0.003490448
Low Tox 0.16678599 Constructive 0.605 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? Not understanding why people say that to them. Folks, the Trudeau/Carney Gov was the problem all along. Trudeau's campaign on bringing 500,000 a year made this a field day for everyone around the world... Furthermore the campaigns they would have in other countries to literally sell the idea for them to apply to become an immigrant in Canada. The libs are 100% responsible for what is happening now... For me to tell an immigrant, the he/she is not wanted here is not relevant... The government sold them the pitch to come here for a better life.... Trudeau allowed other loopholes to happen too.... Migrants through applying to colleges and universities, migrants through the liberal foreign work program and the list goes on. Now we have a problem and everyone sees it.... The question is what do we do as Canadians... I exercised my vote for blue...but we still had a majority of liberal supporters which was not just surprising but it seemed that people think Conservatives are bad people who are racist and want to follow trumps steps... i begged to differ.... I think what many of us are aiming for is a cleaning up of liberal policies... And stop immigration from ALL PLACES. Allow Canada to re-coop, reestablish and redevelop what it always was.
Identity Attack0.10221587
Insult0.06984934
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0043296814
Low Tox 0.165053 Constructive 0.776
Sep 8, 2025 Why Canadians Are Turning Against …
Canada has a very good immigration system that benefits the Canadian economy (point system), then there are a few bypasses that completely ruins it to grease the pockets of a few and gain cheap votes(students …
Canada has a very good immigration system that benefits the Canadian economy (point system), then there are a few bypasses that completely ruins it to grease the pockets of a few and gain cheap votes(students pipeline, abuses of family reunification, fake "refugees", ...).
Identity Attack0.0775651
Insult0.07365121
Profanity0.013678487
Threat0.007573096
Severe Toxicity0.0030517578
Low Tox 0.1641865 Moderate Con 0.438
Dec 30, 2025 Deportations From Canada at Their …
Remember to vote Canadians...there is only 1 party that has caused this problem :/
Remember to vote Canadians...there is only 1 party that has caused this problem :/
Identity Attack0.10409598
Insult0.06285016
Profanity0.011492296
Threat0.008129764
Severe Toxicity0.003566742
Low Tox 0.16043124 Moderate Con 0.339 Call_To_Action
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians …
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians along with immigrants who came here in the ’70s, ’80s, and ’90s had one goal in mind to work hard, build a better life, and help "make Canada a stronger and more prosperous country". Their efforts over the last 60 years are clear in the Canada we inherited. In contrast, the Liberal and NDP approach has been to ignore these warnings and push policies that are eroding the very foundations of what made this country thrive. Instead of focusing on integration, responsibility, and opportunity, they are enabling divisions and importing problems rather than solutions. So, to the commenters who keep voting Liberal and NDP: thank you because you are ensuring this decline will continue.
Identity Attack0.10221587
Insult0.076502606
Profanity0.015864678
Threat0.0074824756
Severe Toxicity0.0034713745
Low Tox 0.15822013 Constructive 0.721
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
I would be happy to pay for a Canadian version of ICE round them all up. They voted for elbows up they pay the price but yet they will vote elbows up again. 😂
I would be happy to pay for a Canadian version of ICE round them all up. They voted for elbows up they pay the price but yet they will vote elbows up again. 😂
Identity Attack0.028886627
Insult0.07428485
Profanity0.018529098
Threat0.01187109
Severe Toxicity0.0042915344
Low Tox 0.15600902 Moderate Con 0.313
Aug 25, 2025 Why Canadians Are Turning Against …
There is only our government to blame canadians needs to revolt. Canadians voted for this government you were warned about the liberals.
There is only our government to blame canadians needs to revolt. Canadians voted for this government you were warned about the liberals.
Identity Attack0.10221587
Insult0.061101943
Profanity0.013576009
Threat0.009385503
Severe Toxicity0.0030708313
Low Tox 0.15545623 Low Con 0.298 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I know that in Alberta girls and women can have 4 abortions each on the tax payer healthCare. My dear lady that said she has to wait over a year for a surgery youneed now. Just add all the women that areof legal age and times it by four and you'll get a small fraction of where our Canadian babies are, no longer apart of our families. I believe that many of our Provenances participate in this abominations. The clinics are called Family Planning Agency. I don't know if you realize this but our votes in Canada only count if you are voting for the Governmental in the're plans!!!
Identity Attack0.031980325
Insult0.07428485
Profanity0.018324144
Threat0.009463178
Severe Toxicity0.004634857
Low Tox 0.1537979 Constructive 0.632
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, ZERO $$$! Then I had to apply to get Disability Canada Pension because I can't physically work anymore.. (damaged back, head injury, I have to use a cane and knee braces to walk)! I spent my savings just surviving while being forced to fight for MY money from my own government for 5 years just to get a measly $300. a month! THAT'S IT! Luckily my spouse works , we paid off our house ten years ago! But, we still barely get by! Every person I speak to about my case with the government on the phone, can barely speak English and yell at me or are VERY impatient with me, because I can't understand THEM, they usually hang up! When I ask to please speak to someone IN Canada, they hang up, then I have to wait another hour to talk to someone else! (I went to 4 government funded agencies to see if I could possibly get a job working from home, because I have trouble getting out! All sent me somewhere else! One agency who is supposed to help disabled people in WPG, REES, the agent refused to talk to me or look me in the eye, * he got a supervisor to talk to me! Because he's Muslim and I'm Gay! They were continuously hostile/aggressive towards me without reason??? I volunteer at 2 different food banks , I've met TONS of people who have never worked a day in their lives, their family, parents, grandparents have never worked... EVER! Yet they have brand new trucks??? Still go to food banks? AND, several new Canadians who I've met, have never worked a day in Canada... Some with new cars??? Yet everyone else receives 10 times what I receive to live on??? I PAID TAXES ALL OF MY LIFE! We can't afford a car! Yet... I don't blame them! I would take it they offered! I blame our government (NDP, Libs, AND CONservatives) who don't give a crap about disabled and seniors in Canada! Or if you paid taxes all of your life , into a system that's supposed to help when you need it! ALL politicians in Canada just whore out their votes! I've volunteered for almost 40 years, also holding down jobs, helping others, I've never seen so may seniors and disabled people forced to access food banks and soup kitchens than the last few years! EVER! Disabled people have to constantly prove they are disabled enough to get kitchen scraps from sociopathic politicians who are over paid and under worked! Fees go up, taxes go up, housing goes up, property taxes go up, bus fairs go up, etc.. Services go WAY down! We can afford trillion$ in corporate welfare, but not help our own? Seniors can't afford to live in their homes anymore! YOU'RE WELCOME for paying for YOUR golden pensions pig politicians, and NOT helping us when we need it! POS!
Identity Attack0.018168874
Insult0.06858205
Profanity0.040158957
Threat0.009463178
Severe Toxicity0.005302429
Low Tox 0.15324512 Constructive 0.763 Personal_Narrative
Sep 3, 2025 1 likes Why Canadians Are Turning Against …
Most of them will stay because they think Canadians will vote Liberal again and Liberal will give them legal status. Those who vote Liberal last election are accomplices of this chaos.
Most of them will stay because they think Canadians will vote Liberal again and Liberal will give them legal status. Those who vote Liberal last election are accomplices of this chaos.
Identity Attack0.052490227
Insult0.07396803
Profanity0.012585391
Threat0.007417747
Severe Toxicity0.0019836426
Low Tox 0.15213956 Low Con 0.224 Unverified_Claim
Jan 15, 2026 7 likes 2.9 million Canadian temporary visas …
😭 what is wrong with some Canadians ? wake up. I think it's time to let the young people vote and the old people should sit it out, no offense.
😭 what is wrong with some Canadians ? wake up. I think it's time to let the young people vote and the old people should sit it out, no offense.
Identity Attack0.07508347
Insult0.042665333
Profanity0.014566627
Threat0.00933372
Severe Toxicity0.0032806396
Low Tox 0.13908891 Moderate Con 0.447 Call_To_Action
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
ELBOWS UP! 🤡 Learn how to vote next time Canadians…
ELBOWS UP! 🤡 Learn how to vote next time Canadians…
Identity Attack0.099072486
Insult0.042665333
Profanity0.015420608
Threat0.009618527
Severe Toxicity0.004787445
Low Tox 0.13561769 Low Con 0.248
Aug 27, 2025 Why Canadians Are Turning Against …
And Canadians voted again for the same liberal party that made this mess in the first place. I have nothing against immigrants and immigration but we need to respect each other’s religion and culture and …
And Canadians voted again for the same liberal party that made this mess in the first place. I have nothing against immigrants and immigration but we need to respect each other’s religion and culture and we should not impose our views on others. I believe in practicing your religion and act upon your values, as long as you are not bothering others, while doing so. The government has really messed up beautiful Canada, within this past decade. So sad
Identity Attack0.07094744
Insult0.053791173
Profanity0.011902207
Threat0.006162008
Severe Toxicity0.0017356873
Low Tox 0.12260055 Constructive 0.771
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that …
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that theres an "immigration" problem, the refusal to adapt and assimilate feels like a slap in the face especially when the same few will talk I'll of the same system they benefit from. HOWEVER I don't think it's good to lump all of these problems together and dump collective blame on immigrants. For 1, all this immigration and policies have happened under a liberal government and y'all voted then in, AGAIN. - clearly you're not THAT desperate for change. 2nd. Are the ones saying they can't find work willing to work in trades? General laborers making $25-$30+++ No experience required. Tradespeople are glad to teach people willing to work hard and learn.. What about warehouse work? Apply to your 5 closest warehouses, I guarantee youll get in 1.. ALSO the government IS willing to help Canadians get little certifications like forklift, smartserve, CPR.. Career colleges can help with training (e.g - computer) as well as soft skills. So yeah, I wonder if it's people being just as picky as they were when Canada wasn't in the economical shitter it is in rn? Maybe Im far luckier or fortunate than most? Maybe expectations are too high? Maybe some stubbornly refuse assistance they are entitled to? Im not sure, but I do sympathize/empathize with you guys, I hope you all can "get through". I pray we can find solutions to this insane cost of living / broken housing market / price gouging / tiny group of business owners having a complete market control and a monopoly on everything thing we need to survive - without competition, limitations or government regulation🫩. Stay strong Canada! 💙Don't let the hate consume you!❤️ 🇨🇦We will overcome🇨🇦
Identity Attack0.09410924
Insult0.04383647
Profanity0.04867618
Threat0.009799767
Severe Toxicity0.004501343
Low Tox 0.11429678 Constructive 0.869 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
It was canadians. That voted liberal was it no it was imaginats. That should not even be here.the liberals give them all the free bess.
It was canadians. That voted liberal was it no it was imaginats. That should not even be here.the liberals give them all the free bess.
Identity Attack0.06249457
Insult0.045007613
Profanity0.013200258
Threat0.007922632
Severe Toxicity0.0025939941
Low Tox 0.11378009 Low Con 0.223
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I'm Canadian. Immigration is for votes.... Canada needs someone like Trump to clean up our mess. Too much to say. This might not even post...
I'm Canadian. Immigration is for votes.... Canada needs someone like Trump to clean up our mess. Too much to say. This might not even post...
Identity Attack0.03894114
Insult0.046764325
Profanity0.0138151245
Threat0.007547205
Severe Toxicity0.002155304
Low Tox 0.11367676 Moderate Con 0.466 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I didn't vote for mass immigration, i didn't vote for immigrants to receive more in income than a Canadian, neither did many others, it isn't racism its facts
I didn't vote for mass immigration, i didn't vote for immigrants to receive more in income than a Canadian, neither did many others, it isn't racism its facts
Identity Attack0.10221587
Insult0.026831545
Profanity0.01220964
Threat0.006317357
Severe Toxicity0.0024604797
Low Tox 0.11347008 Constructive 0.587 Economic_Argument
Feb 21, 2026 4 likes LILLEY UNLEASHED: The fall of …
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that …
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that simply means canadians don't care so much about immigrants.
Identity Attack0.10221587
Insult0.029383656
Profanity0.013371054
Threat0.006809296
Severe Toxicity0.0021839142
Low Tox 0.112850055 Moderate Con 0.452
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Quite wild that majority of Canadians voted for this
Quite wild that majority of Canadians voted for this
Identity Attack0.03894114
Insult0.04910661
Profanity0.014498309
Threat0.0066798385
Severe Toxicity0.0019550323
Low Tox 0.112540044 Low Con 0.295
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to …
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to have babies. They won't. They'll be in the same position most Canadians are in: working their life away to pay their bills, and having the government take half their income in the form of taxes in order to pay for all the NEW immigrants who arrive. I'm guessing that's partly why a lot of new immigrants are leaving Canada shortly after they arrive: they were sold a fairy tale that no longer exists, and probably won't exist again until Canadians wake up and vote out the Liberal party.
Identity Attack0.08087392
Insult0.035333443
Profanity0.015010698
Threat0.007353018
Severe Toxicity0.0032043457
Low Tox 0.112540044 Constructive 0.594
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Canadian immigration is a vote factory , liberals handing out free money so they vote for who pays them
Canadian immigration is a vote factory , liberals handing out free money so they vote for who pays them
Identity Attack0.06294931
Insult0.033901088
Profanity0.012107162
Threat0.0064015044
Severe Toxicity0.0020313263
Low Tox 0.11212669 Low Con 0.116
Dec 26, 2025 1 likes Deportations From Canada at Their …
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
Identity Attack0.06294931
Insult0.035774168
Profanity0.012107162
Threat0.0069905366
Severe Toxicity0.0023078918
Low Tox 0.11202335 Low Con 0.218
Sep 11, 2025 1 likes Why Canadians Are Turning Against …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.